Author

Yi Yu

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Review Open access Sep 2026

Red-Edge Information in Agricultural Remote Sensing: From Spectral Theory to Explainable Machine Learning

The red-edge (RE) spectral region has become a central component of agricultural remote sensing because it captures physiologically meaningful changes in chlorophyll content, canopy structure and vegetation functioning. The availability of dedicated RE bands on modern multispectral satellites and advances in hyperspect...

Ignacio Fuentes, Nikolas Hoskin, P. Filippi et al. · Remote Sensing · 0 citations

Preprint Aug 2026

Earth Observation Foundation Models for Terrestrial Ecohydrology: From Representation Learning to Process Inference

Earth observation foundation models (EOFMs) are emerging as reusable representation frameworks for data-driven retrieval, prediction and process modelling within ecohydrology, which integrate EO, meteorological forcing and process models to characterise coupled water, energy and carbon dynamics in vegetation and soil a...

Yi Yu, Jiankun Peng, Yu-Cheng Lin et al. · 0 citations

Preprint Aug 2026

SoilWaterNow: Soil water nowcasting for mapping plant available water (PAW) across paddocks for improved on-farm decision-making

Timely, paddock-scale estimates of plant-available water (PAW) can support crop management in water-limited grain systems. We present the Sydney Soil Water-Energy Balance (SWEB) model, a scalable, physically consistent modelling framework that integrates satellite and climate data with soil properties to estimate crop...

Yi Yu, M. J. Tilse, P. Filippi et al. · 0 citations